Movie Data Profiling Report

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	999
Missing cells	428
Missing cells (%)	2.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	760.9 KiB
Average record size in memory	780.0 B

Variable types

Numeric	7
Text	8
Categorical	1

Alerts

`Rating` is highly overall correlated with `Unnamed: 0`	High correlation
`Revenue` is highly overall correlated with `Votes`	High correlation
`Unnamed: 0` is highly overall correlated with `Rating`	High correlation
`Votes` is highly overall correlated with `Revenue`	High correlation
`Certificate` has 101 (10.1%) missing values	Missing
`scoreAvg` has 157 (15.7%) missing values	Missing
`Revenue` has 169 (16.9%) missing values	Missing
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`Overview` has unique values	Unique

Reproduction

Analysis started	2025-09-02 13:50:10.382906
Analysis finished	2025-09-02 13:50:39.836286
Duration	29.45 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

High correlation Uniform Unique

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	500

Minimum	1
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	50.9
Q1	250.5
median	500
Q3	749.5
95-th percentile	949.1
Maximum	999
Range	998
Interquartile range (IQR)	499

Descriptive statistics

Standard deviation	288.53076
Coefficient of variation (CV)	0.57706152
Kurtosis	-1.2
Mean	500
Median Absolute Deviation (MAD)	250
Skewness	0
Sum	499500
Variance	83250
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
983	1	0.1%
982	1	0.1%
981	1	0.1%
Other values (989)	989	99.0%

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
999	1	0.1%
998	1	0.1%
997	1	0.1%
996	1	0.1%
995	1	0.1%
994	1	0.1%
993	1	0.1%
992	1	0.1%
991	1	0.1%
990	1	0.1%

Title
Text

Distinct	998
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

Length

Max length	68
Median length	41
Mean length	15.443443
Min length	2

Characters and Unicode

Total characters	15428
Distinct characters	100
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	997 ?
Unique (%)	99.8%

Sample

1st row	The Godfather
2nd row	The Dark Knight
3rd row	The Godfather: Part II
4th row	12 Angry Men
5th row	The Lord of the Rings: The Return of the King

Value	Count	Frequency (%)
the	274	9.8%
of	86	3.1%
a	32	1.2%
and	28	1.0%
no	24	0.9%
la	23	0.8%
in	22	0.8%
to	18	0.6%
de	17	0.6%
man	17	0.6%
Other values (1664)	2241	80.6%

Most occurring characters

Value	Count	Frequency (%)
	1783	11.6%
e	1425	9.2%
a	1126	7.3%
o	965	6.3%
n	921	6.0%
i	861	5.6%
r	816	5.3%
t	755	4.9%
h	564	3.7%
s	562	3.6%
Other values (90)	5650	36.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11162	72.3%
Uppercase Letter	2191	14.2%
Space Separator	1783	11.6%
Other Punctuation	177	1.1%
Decimal Number	79	0.5%
Dash Punctuation	31	0.2%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%
Other Number	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1425	12.8%
a	1126	10.1%
o	965	8.6%
n	921	8.3%
i	861	7.7%
r	816	7.3%
t	755	6.8%
h	564	5.1%
s	562	5.0%
l	514	4.6%
Other values (38)	2653	23.8%

Uppercase Letter

Value	Count	Frequency (%)
T	283	12.9%
S	187	8.5%
B	157	7.2%
M	139	6.3%
D	129	5.9%
L	119	5.4%
A	113	5.2%
C	101	4.6%
H	98	4.5%
P	97	4.4%
Other values (18)	768	35.1%

Decimal Number

Value	Count	Frequency (%)
2	23	29.1%
1	15	19.0%
0	11	13.9%
3	8	10.1%
4	5	6.3%
7	5	6.3%
9	4	5.1%
5	4	5.1%
8	2	2.5%
6	2	2.5%

Other Punctuation

Value	Count	Frequency (%)
:	62	35.0%
.	47	26.6%
'	32	18.1%
,	16	9.0%
!	7	4.0%
&	6	3.4%
?	3	1.7%
/	3	1.7%
·	1	0.6%

Space Separator

Value	Count	Frequency (%)
	1783	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13353	86.6%
Common	2075	13.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1425	10.7%
a	1126	8.4%
o	965	7.2%
n	921	6.9%
i	861	6.4%
r	816	6.1%
t	755	5.7%
h	564	4.2%
s	562	4.2%
l	514	3.8%
Other values (66)	4844	36.3%

Common

Value	Count	Frequency (%)
	1783	85.9%
:	62	3.0%
.	47	2.3%
'	32	1.5%
-	31	1.5%
2	23	1.1%
,	16	0.8%
1	15	0.7%
0	11	0.5%
3	8	0.4%
Other values (14)	47	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15362	99.6%
None	66	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1783	11.6%
e	1425	9.3%
a	1126	7.3%
o	965	6.3%
n	921	6.0%
i	861	5.6%
r	816	5.3%
t	755	4.9%
h	564	3.7%
s	562	3.7%
Other values (64)	5584	36.3%

None

Value	Count	Frequency (%)
ô	14	21.2%
é	6	9.1%
û	5	7.6%
è	5	7.6%
â	5	7.6%
ä	4	6.1%
î	2	3.0%
ù	2	3.0%
ü	2	3.0%
á	2	3.0%
Other values (16)	19	28.8%

Year
Real number (ℝ)

Distinct	99
Distinct (%)	9.9%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1991.2144

Minimum	1920
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	1920
5-th percentile	1944
Q1	1976
median	1999
Q3	2009
95-th percentile	2017
Maximum	2020
Range	100
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	23.308539
Coefficient of variation (CV)	0.01170569
Kurtosis	-0.02478235
Mean	1991.2144
Median Absolute Deviation (MAD)	14
Skewness	-0.93854006
Sum	1987232
Variance	543.28798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	32	3.2%
2004	31	3.1%
2009	29	2.9%
2013	28	2.8%
2016	28	2.8%
2001	27	2.7%
2006	26	2.6%
2007	26	2.6%
2015	25	2.5%
2012	24	2.4%
Other values (89)	722	72.3%

Value	Count	Frequency (%)
1920	1	0.1%
1921	1	0.1%
1922	1	0.1%
1924	1	0.1%
1925	2	0.2%
1926	1	0.1%
1927	2	0.2%
1928	2	0.2%
1930	1	0.1%
1931	3	0.3%

Value	Count	Frequency (%)
2020	6	0.6%
2019	23	2.3%
2018	19	1.9%
2017	22	2.2%
2016	28	2.8%
2015	25	2.5%
2014	32	3.2%
2013	28	2.8%
2012	24	2.4%
2011	18	1.8%

Certificate
Categorical

Missing

Distinct	16
Distinct (%)	1.8%
Missing	101
Missing (%)	10.1%
Memory size	2.6 KiB

U	234
A	196
UA	175
R	146
PG-13	43
Other values (11)	104

Length

Max length	8
Median length	1
Mean length	1.7371938
Min length	1

Characters and Unicode

Total characters	1560
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.6%

Sample

1st row	A
2nd row	UA
3rd row	A
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
U	234	23.4%
A	196	19.6%
UA	175	17.5%
R	146	14.6%
PG-13	43	4.3%
PG	37	3.7%
Passed	34	3.4%
G	12	1.2%
Approved	11	1.1%
TV-PG	3	0.3%
Other values (6)	7	0.7%
(Missing)	101	10.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
u	234	26.1%
a	196	21.8%
ua	175	19.5%
r	146	16.3%
pg-13	43	4.8%
pg	37	4.1%
passed	34	3.8%
g	12	1.3%
approved	11	1.2%
tv-pg	3	0.3%
Other values (6)	7	0.8%

Most occurring characters

Value	Count	Frequency (%)
U	411	26.3%
A	384	24.6%
R	146	9.4%
P	119	7.6%
G	97	6.2%
s	68	4.4%
-	48	3.1%
e	46	2.9%
d	46	2.9%
1	45	2.9%
Other values (14)	150	9.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1168	74.9%
Lowercase Letter	253	16.2%
Decimal Number	90	5.8%
Dash Punctuation	48	3.1%
Other Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	68	26.9%
e	46	18.2%
d	46	18.2%
a	35	13.8%
p	22	8.7%
r	12	4.7%
o	11	4.3%
v	11	4.3%
n	1	0.4%
t	1	0.4%

Uppercase Letter

Value	Count	Frequency (%)
U	411	35.2%
A	384	32.9%
R	146	12.5%
P	119	10.2%
G	97	8.3%
T	5	0.4%
V	5	0.4%
M	1	0.1%

Decimal Number

Value	Count	Frequency (%)
1	45	50.0%
3	43	47.8%
6	1	1.1%
4	1	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1421	91.1%
Common	139	8.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	411	28.9%
A	384	27.0%
R	146	10.3%
P	119	8.4%
G	97	6.8%
s	68	4.8%
e	46	3.2%
d	46	3.2%
a	35	2.5%
p	22	1.5%
Other values (8)	47	3.3%

Common

Value	Count	Frequency (%)
-	48	34.5%
1	45	32.4%
3	43	30.9%
6	1	0.7%
4	1	0.7%
/	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	411	26.3%
A	384	24.6%
R	146	9.4%
P	119	7.6%
G	97	6.2%
s	68	4.4%
-	48	3.1%
e	46	2.9%
d	46	2.9%
1	45	2.9%
Other values (14)	150	9.6%

Runtime
Real number (ℝ)

Distinct	140
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.87187

Minimum	45
Maximum	321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	45
5-th percentile	87
Q1	103
median	119
Q3	137
95-th percentile	178
Maximum	321
Range	276
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	28.101227
Coefficient of variation (CV)	0.2287035
Kurtosis	3.4289066
Mean	122.87187
Median Absolute Deviation (MAD)	17
Skewness	1.2098771
Sum	122749
Variance	789.67896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	23	2.3%
130	23	2.3%
129	22	2.2%
101	22	2.2%
113	22	2.2%
110	20	2.0%
122	20	2.0%
108	19	1.9%
102	18	1.8%
96	17	1.7%
Other values (130)	793	79.4%

Value	Count	Frequency (%)
45	1	0.1%
64	1	0.1%
67	1	0.1%
68	1	0.1%
69	1	0.1%
70	1	0.1%
71	2	0.2%
72	2	0.2%
75	2	0.2%
76	3	0.3%

Value	Count	Frequency (%)
321	1	0.1%
242	1	0.1%
238	1	0.1%
229	1	0.1%
228	1	0.1%
224	1	0.1%
220	1	0.1%
212	1	0.1%
210	1	0.1%
209	1	0.1%

Genre
Text

Distinct	202
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Memory size	74.3 KiB

Length

Max length	29
Median length	24
Mean length	19.077077
Min length	5

Characters and Unicode

Total characters	19058
Distinct characters	33
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72 ?
Unique (%)	7.2%

Sample

1st row	Crime, Drama
2nd row	Action, Crime, Drama
3rd row	Crime, Drama
4th row	Crime, Drama
5th row	Action, Adventure, Drama

Value	Count	Frequency (%)
drama	723	28.5%
comedy	233	9.2%
crime	209	8.2%
adventure	196	7.7%
action	189	7.4%
thriller	137	5.4%
romance	125	4.9%
biography	109	4.3%
mystery	99	3.9%
animation	82	3.2%
Other values (11)	438	17.2%

Most occurring characters

Value	Count	Frequency (%)
a	2018	10.6%
r	1871	9.8%
,	1541	8.1%
	1541	8.1%
m	1447	7.6%
e	1235	6.5%
i	1144	6.0%
o	896	4.7%
n	760	4.0%
t	727	3.8%
Other values (23)	5878	30.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13264	69.6%
Uppercase Letter	2626	13.8%
Other Punctuation	1541	8.1%
Space Separator	1541	8.1%
Dash Punctuation	86	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2018	15.2%
r	1871	14.1%
m	1447	10.9%
e	1235	9.3%
i	1144	8.6%
o	896	6.8%
n	760	5.7%
t	727	5.5%
y	718	5.4%
c	433	3.3%
Other values (8)	2015	15.2%

Uppercase Letter

Value	Count	Frequency (%)
D	723	27.5%
A	467	17.8%
C	442	16.8%
F	208	7.9%
M	151	5.8%
T	137	5.2%
R	125	4.8%
B	109	4.2%
H	88	3.4%
S	86	3.3%
Other values (2)	90	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	1541	100.0%

Space Separator

Value	Count	Frequency (%)
	1541	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15890	83.4%
Common	3168	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2018	12.7%
r	1871	11.8%
m	1447	9.1%
e	1235	7.8%
i	1144	7.2%
o	896	5.6%
n	760	4.8%
t	727	4.6%
D	723	4.6%
y	718	4.5%
Other values (20)	4351	27.4%

Common

Value	Count	Frequency (%)
,	1541	48.6%
	1541	48.6%
-	86	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2018	10.6%
r	1871	9.8%
,	1541	8.1%
	1541	8.1%
m	1447	7.6%
e	1235	6.5%
i	1144	6.0%
o	896	4.7%
n	760	4.0%
t	727	3.8%
Other values (23)	5878	30.8%

Rating
Real number (ℝ)

High correlation

Distinct	16
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9479479

Minimum	7.6
Maximum	9.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	7.6
5-th percentile	7.6
Q1	7.7
median	7.9
Q3	8.1
95-th percentile	8.5
Maximum	9.2
Range	1.6
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.27228951
Coefficient of variation (CV)	0.034259096
Kurtosis	1.0583968
Mean	7.9479479
Median Absolute Deviation (MAD)	0.2
Skewness	0.94669269
Sum	7940
Variance	0.074141576
Monotonicity	Decreasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
7.7	157	15.7%
7.8	151	15.1%
8	141	14.1%
8.1	127	12.7%
7.6	123	12.3%
7.9	106	10.6%
8.2	67	6.7%
8.3	44	4.4%
8.4	31	3.1%
8.5	20	2.0%
Other values (6)	32	3.2%

Value	Count	Frequency (%)
7.6	123	12.3%
7.7	157	15.7%
7.8	151	15.1%
7.9	106	10.6%
8	141	14.1%
8.1	127	12.7%
8.2	67	6.7%
8.3	44	4.4%
8.4	31	3.1%
8.5	20	2.0%

Value	Count	Frequency (%)
9.2	1	0.1%
9	3	0.3%
8.9	3	0.3%
8.8	5	0.5%
8.7	5	0.5%
8.6	15	1.5%
8.5	20	2.0%
8.4	31	3.1%
8.3	44	4.4%
8.2	67	6.7%

Overview
Text

Unique

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	201.4 KiB

Length

Max length	313
Median length	197
Mean length	146.28328
Min length	40

Characters and Unicode

Total characters	146137
Distinct characters	86
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	999 ?
Unique (%)	100.0%

Sample

1st row	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.
2nd row	When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.
3rd row	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.
4th row	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.
5th row	Gandalf and Aragorn lead the World of Men against Sauron's army to draw his gaze from Frodo and Sam as they approach Mount Doom with the One Ring.

Value	Count	Frequency (%)
a	1609	6.4%
the	1206	4.8%
to	803	3.2%
of	777	3.1%
and	696	2.8%
in	565	2.3%
his	516	2.1%
an	291	1.2%
is	245	1.0%
with	242	1.0%
Other values (5878)	18034	72.2%

Most occurring characters

Value	Count	Frequency (%)
	23999	16.4%
e	13867	9.5%
a	9800	6.7%
t	9329	6.4%
i	8842	6.1%
n	8580	5.9%
o	8559	5.9%
r	8202	5.6%
s	7965	5.5%
h	5625	3.8%
Other values (76)	41369	28.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	114964	78.7%
Space Separator	24000	16.4%
Uppercase Letter	3515	2.4%
Other Punctuation	2721	1.9%
Decimal Number	509	0.3%
Dash Punctuation	395	0.3%
Open Punctuation	13	< 0.1%
Close Punctuation	13	< 0.1%
Currency Symbol	4	< 0.1%
Final Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13867	12.1%
a	9800	8.5%
t	9329	8.1%
i	8842	7.7%
n	8580	7.5%
o	8559	7.4%
r	8202	7.1%
s	7965	6.9%
h	5625	4.9%
l	4847	4.2%
Other values (23)	29348	25.5%

Uppercase Letter

Value	Count	Frequency (%)
A	712	20.3%
T	258	7.3%
I	258	7.3%
W	228	6.5%
S	223	6.3%
B	176	5.0%
M	167	4.8%
C	158	4.5%
H	139	4.0%
R	119	3.4%
Other values (17)	1077	30.6%

Decimal Number

Value	Count	Frequency (%)
1	117	23.0%
0	104	20.4%
9	94	18.5%
2	43	8.4%
6	33	6.5%
7	30	5.9%
5	26	5.1%
8	23	4.5%
4	21	4.1%
3	18	3.5%

Other Punctuation

Value	Count	Frequency (%)
.	1278	47.0%
,	1082	39.8%
'	260	9.6%
"	60	2.2%
:	16	0.6%
?	11	0.4%
/	8	0.3%
;	6	0.2%

Space Separator

Value	Count	Frequency (%)
	23999	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	395	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	4	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	118479	81.1%
Common	27658	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13867	11.7%
a	9800	8.3%
t	9329	7.9%
i	8842	7.5%
n	8580	7.2%
o	8559	7.2%
r	8202	6.9%
s	7965	6.7%
h	5625	4.7%
l	4847	4.1%
Other values (50)	32863	27.7%

Common

Value	Count	Frequency (%)
	23999	86.8%
.	1278	4.6%
,	1082	3.9%
-	395	1.4%
'	260	0.9%
1	117	0.4%
0	104	0.4%
9	94	0.3%
"	60	0.2%
2	43	0.2%
Other values (16)	226	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146116	> 99.9%
None	21	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23999	16.4%
e	13867	9.5%
a	9800	6.7%
t	9329	6.4%
i	8842	6.1%
n	8580	5.9%
o	8559	5.9%
r	8202	5.6%
s	7965	5.5%
h	5625	3.8%
Other values (65)	41348	28.3%

None

Value	Count	Frequency (%)
é	9	42.9%
»	2	9.5%
è	2	9.5%
ü	1	4.8%
	1	4.8%
ä	1	4.8%
ç	1	4.8%
«	1	4.8%
ö	1	4.8%
É	1	4.8%

scoreAvg
Real number (ℝ)

Missing

Distinct	63
Distinct (%)	7.5%
Missing	157
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	77.969121

Minimum	28
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.9 KiB

Quantile statistics

Minimum	28
5-th percentile	56
Q1	70
median	79
Q3	87
95-th percentile	96
Maximum	100
Range	72
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.383257
Coefficient of variation (CV)	0.15882258
Kurtosis	0.41651678
Mean	77.969121
Median Absolute Deviation (MAD)	8
Skewness	-0.60431623
Sum	65650
Variance	153.34506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	32	3.2%
84	29	2.9%
90	29	2.9%
86	27	2.7%
72	27	2.7%
73	27	2.7%
85	27	2.7%
77	26	2.6%
80	26	2.6%
81	26	2.6%
Other values (53)	566	56.7%
(Missing)	157	15.7%

Value	Count	Frequency (%)
28	1	0.1%
30	1	0.1%
33	1	0.1%
36	1	0.1%
40	1	0.1%
41	1	0.1%
44	1	0.1%
45	3	0.3%
46	1	0.1%
47	4	0.4%

Value	Count	Frequency (%)
100	12	1.2%
99	4	0.4%
98	9	0.9%
97	12	1.2%
96	18	1.8%
95	11	1.1%
94	20	2.0%
93	14	1.4%
92	13	1.3%
91	19	1.9%

Director
Text

Distinct	548
Distinct (%)	54.9%
Missing	0
Missing (%)	0.0%
Memory size	70.7 KiB

Length

Max length	32
Median length	22
Mean length	13.485485
Min length	7

Characters and Unicode

Total characters	13472
Distinct characters	69
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	353 ?
Unique (%)	35.3%

Sample

1st row	Francis Ford Coppola
2nd row	Christopher Nolan
3rd row	Francis Ford Coppola
4th row	Sidney Lumet
5th row	Peter Jackson

Value	Count	Frequency (%)
john	34	1.6%
david	28	1.4%
james	23	1.1%
robert	20	1.0%
martin	16	0.8%
richard	15	0.7%
lee	15	0.7%
george	14	0.7%
steven	14	0.7%
alfred	14	0.7%
Other values (882)	1879	90.7%

Most occurring characters

Value	Count	Frequency (%)
e	1209	9.0%
a	1126	8.4%
	1073	8.0%
n	950	7.1%
r	917	6.8%
o	851	6.3%
i	834	6.2%
l	543	4.0%
s	497	3.7%
t	433	3.2%
Other values (59)	5039	37.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10223	75.9%
Uppercase Letter	2107	15.6%
Space Separator	1073	8.0%
Other Punctuation	43	0.3%
Dash Punctuation	26	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1209	11.8%
a	1126	11.0%
n	950	9.3%
r	917	9.0%
o	851	8.3%
i	834	8.2%
l	543	5.3%
s	497	4.9%
t	433	4.2%
h	404	4.0%
Other values (26)	2459	24.1%

Uppercase Letter

Value	Count	Frequency (%)
S	179	8.5%
A	171	8.1%
M	166	7.9%
J	162	7.7%
C	142	6.7%
R	131	6.2%
H	110	5.2%
B	106	5.0%
T	102	4.8%
D	99	4.7%
Other values (19)	739	35.1%

Other Punctuation

Value	Count	Frequency (%)
.	41	95.3%
'	2	4.7%

Space Separator

Value	Count	Frequency (%)
	1073	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12330	91.5%
Common	1142	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1209	9.8%
a	1126	9.1%
n	950	7.7%
r	917	7.4%
o	851	6.9%
i	834	6.8%
l	543	4.4%
s	497	4.0%
t	433	3.5%
h	404	3.3%
Other values (55)	4566	37.0%

Common

Value	Count	Frequency (%)
	1073	94.0%
.	41	3.6%
-	26	2.3%
'	2	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13421	99.6%
None	51	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1209	9.0%
a	1126	8.4%
	1073	8.0%
n	950	7.1%
r	917	6.8%
o	851	6.3%
i	834	6.2%
l	543	4.0%
s	497	3.7%
t	433	3.2%
Other values (46)	4988	37.2%

None

Value	Count	Frequency (%)
ó	10	19.6%
á	9	17.6%
é	8	15.7%
ñ	7	13.7%
ô	5	9.8%
ö	3	5.9%
ç	2	3.9%
Ö	2	3.9%
Ô	1	2.0%
Ç	1	2.0%
Other values (3)	3	5.9%

Star1
Text

Distinct	659
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	70.3 KiB

Length

Max length	25
Median length	21
Mean length	13.005005
Min length	4

Characters and Unicode

Total characters	12992
Distinct characters	72
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	502 ?
Unique (%)	50.3%

Sample

1st row	Marlon Brando
2nd row	Christian Bale
3rd row	Al Pacino
4th row	Henry Fonda
5th row	Elijah Wood

Value	Count	Frequency (%)
tom	22	1.1%
daniel	17	0.8%
robert	17	0.8%
john	16	0.8%
khan	16	0.8%
james	15	0.7%
michael	12	0.6%
hanks	12	0.6%
ethan	11	0.5%
de	11	0.5%
Other values (1112)	1898	92.7%

Most occurring characters

Value	Count	Frequency (%)
a	1239	9.5%
e	1088	8.4%
	1048	8.1%
n	951	7.3%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.5%
t	453	3.5%
s	438	3.4%
Other values (62)	4808	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9784	75.3%
Uppercase Letter	2099	16.2%
Space Separator	1048	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1239	12.7%
e	1088	11.1%
n	951	9.7%
r	816	8.3%
i	794	8.1%
o	767	7.8%
l	590	6.0%
t	453	4.6%
s	438	4.5%
h	424	4.3%
Other values (29)	2224	22.7%

Uppercase Letter

Value	Count	Frequency (%)
C	187	8.9%
M	172	8.2%
J	144	6.9%
D	142	6.8%
B	142	6.8%
S	141	6.7%
R	126	6.0%
A	115	5.5%
H	106	5.1%
T	104	5.0%
Other values (19)	720	34.3%

Other Punctuation

Value	Count	Frequency (%)
.	19	65.5%
'	10	34.5%

Space Separator

Value	Count	Frequency (%)
	1048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11883	91.5%
Common	1109	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1239	10.4%
e	1088	9.2%
n	951	8.0%
r	816	6.9%
i	794	6.7%
o	767	6.5%
l	590	5.0%
t	453	3.8%
s	438	3.7%
h	424	3.6%
Other values (58)	4323	36.4%

Common

Value	Count	Frequency (%)
	1048	94.5%
-	32	2.9%
.	19	1.7%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12937	99.6%
None	55	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1239	9.6%
e	1088	8.4%
	1048	8.1%
n	951	7.4%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.6%
t	453	3.5%
s	438	3.4%
Other values (45)	4753	36.7%

None

Value	Count	Frequency (%)
ô	13	23.6%
é	7	12.7%
ü	6	10.9%
í	6	10.9%
û	4	7.3%
ö	4	7.3%
è	3	5.5%
å	2	3.6%
ë	2	3.6%
Ç	1	1.8%
Other values (7)	7	12.7%

Star2
Text

Distinct	840
Distinct (%)	84.1%
Missing	0
Missing (%)	0.0%
Memory size	70.7 KiB

Length

Max length	25
Median length	22
Mean length	13.122122
Min length	4

Characters and Unicode

Total characters	13109
Distinct characters	69
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	728 ?
Unique (%)	72.9%

Sample

1st row	Al Pacino
2nd row	Heath Ledger
3rd row	Robert De Niro
4th row	Lee J. Cobb
5th row	Viggo Mortensen

Value	Count	Frequency (%)
john	21	1.0%
robert	16	0.8%
lee	13	0.6%
michael	13	0.6%
emma	10	0.5%
james	9	0.4%
chris	9	0.4%
george	8	0.4%
tom	8	0.4%
jack	8	0.4%
Other values (1388)	1940	94.4%

Most occurring characters

Value	Count	Frequency (%)
a	1319	10.1%
e	1180	9.0%
	1056	8.1%
n	949	7.2%
r	885	6.8%
i	785	6.0%
o	719	5.5%
l	579	4.4%
t	483	3.7%
s	432	3.3%
Other values (59)	4722	36.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9904	75.6%
Uppercase Letter	2101	16.0%
Space Separator	1056	8.1%
Dash Punctuation	24	0.2%
Other Punctuation	24	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1319	13.3%
e	1180	11.9%
n	949	9.6%
r	885	8.9%
i	785	7.9%
o	719	7.3%
l	579	5.8%
t	483	4.9%
s	432	4.4%
h	375	3.8%
Other values (28)	2198	22.2%

Uppercase Letter

Value	Count	Frequency (%)
M	194	9.2%
S	161	7.7%
J	158	7.5%
C	136	6.5%
A	124	5.9%
B	122	5.8%
R	122	5.8%
H	108	5.1%
K	105	5.0%
D	105	5.0%
Other values (17)	766	36.5%

Other Punctuation

Value	Count	Frequency (%)
.	15	62.5%
'	9	37.5%

Space Separator

Value	Count	Frequency (%)
	1056	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12005	91.6%
Common	1104	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1319	11.0%
e	1180	9.8%
n	949	7.9%
r	885	7.4%
i	785	6.5%
o	719	6.0%
l	579	4.8%
t	483	4.0%
s	432	3.6%
h	375	3.1%
Other values (55)	4299	35.8%

Common

Value	Count	Frequency (%)
	1056	95.7%
-	24	2.2%
.	15	1.4%
'	9	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13046	99.5%
None	63	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1319	10.1%
e	1180	9.0%
	1056	8.1%
n	949	7.3%
r	885	6.8%
i	785	6.0%
o	719	5.5%
l	579	4.4%
t	483	3.7%
s	432	3.3%
Other values (45)	4659	35.7%

None

Value	Count	Frequency (%)
é	19	30.2%
ô	9	14.3%
ö	7	11.1%
ç	6	9.5%
í	5	7.9%
ü	5	7.9%
è	3	4.8%
Ö	2	3.2%
á	2	3.2%
ó	1	1.6%
Other values (4)	4	6.3%

Star3
Text

Distinct	890
Distinct (%)	89.1%
Missing	0
Missing (%)	0.0%
Memory size	70.4 KiB

Length

Max length	27
Median length	21
Mean length	13.283283
Min length	4

Characters and Unicode

Total characters	13270
Distinct characters	73
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	808 ?
Unique (%)	80.9%

Sample

1st row	James Caan
2nd row	Aaron Eckhart
3rd row	Robert Duvall
4th row	Martin Balsam
5th row	Ian McKellen

Value	Count	Frequency (%)
john	21	1.0%
robert	16	0.8%
michael	13	0.6%
richard	12	0.6%
christopher	9	0.4%
jack	8	0.4%
paul	8	0.4%
george	7	0.3%
lee	7	0.3%
harris	7	0.3%
Other values (1460)	1951	94.8%

Most occurring characters

Value	Count	Frequency (%)
a	1290	9.7%
e	1152	8.7%
	1060	8.0%
n	925	7.0%
i	894	6.7%
r	864	6.5%
o	757	5.7%
l	626	4.7%
t	443	3.3%
s	423	3.2%
Other values (63)	4836	36.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10057	75.8%
Uppercase Letter	2097	15.8%
Space Separator	1060	8.0%
Other Punctuation	33	0.2%
Dash Punctuation	23	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1290	12.8%
e	1152	11.5%
n	925	9.2%
i	894	8.9%
r	864	8.6%
o	757	7.5%
l	626	6.2%
t	443	4.4%
s	423	4.2%
h	392	3.9%
Other values (33)	2291	22.8%

Uppercase Letter

Value	Count	Frequency (%)
M	189	9.0%
J	158	7.5%
S	156	7.4%
C	142	6.8%
R	141	6.7%
B	139	6.6%
A	119	5.7%
G	113	5.4%
H	112	5.3%
K	107	5.1%
Other values (16)	721	34.4%

Other Punctuation

Value	Count	Frequency (%)
.	23	69.7%
'	10	30.3%

Space Separator

Value	Count	Frequency (%)
	1060	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12154	91.6%
Common	1116	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1290	10.6%
e	1152	9.5%
n	925	7.6%
i	894	7.4%
r	864	7.1%
o	757	6.2%
l	626	5.2%
t	443	3.6%
s	423	3.5%
h	392	3.2%
Other values (59)	4388	36.1%

Common

Value	Count	Frequency (%)
	1060	95.0%
.	23	2.1%
-	23	2.1%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13219	99.6%
None	51	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1290	9.8%
e	1152	8.7%
	1060	8.0%
n	925	7.0%
i	894	6.8%
r	864	6.5%
o	757	5.7%
l	626	4.7%
t	443	3.4%
s	423	3.2%
Other values (45)	4785	36.2%

None

Value	Count	Frequency (%)
é	11	21.6%
ü	5	9.8%
á	5	9.8%
í	4	7.8%
ô	4	7.8%
û	4	7.8%
ó	3	5.9%
å	2	3.9%
ö	2	3.9%
ç	2	3.9%
Other values (8)	9	17.6%

Star4
Text

Distinct	938
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Memory size	71.0 KiB

Length

Max length	27
Median length	23
Mean length	13.211211
Min length	4

Characters and Unicode

Total characters	13198
Distinct characters	73
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	881 ?
Unique (%)	88.2%

Sample

1st row	Diane Keaton
2nd row	Michael Caine
3rd row	Diane Keaton
4th row	John Fiedler
5th row	Orlando Bloom

Value	Count	Frequency (%)
john	25	1.2%
michael	15	0.7%
james	12	0.6%
lee	9	0.4%
richard	9	0.4%
mark	8	0.4%
bill	8	0.4%
martin	7	0.3%
charles	7	0.3%
kim	7	0.3%
Other values (1557)	1960	94.8%

Most occurring characters

Value	Count	Frequency (%)
a	1282	9.7%
e	1127	8.5%
	1068	8.1%
n	903	6.8%
r	901	6.8%
i	861	6.5%
o	710	5.4%
l	631	4.8%
s	445	3.4%
t	419	3.2%
Other values (63)	4851	36.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9956	75.4%
Uppercase Letter	2113	16.0%
Space Separator	1068	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1282	12.9%
e	1127	11.3%
n	903	9.1%
r	901	9.0%
i	861	8.6%
o	710	7.1%
l	631	6.3%
s	445	4.5%
t	419	4.2%
h	409	4.1%
Other values (30)	2268	22.8%

Uppercase Letter

Value	Count	Frequency (%)
M	200	9.5%
S	173	8.2%
B	166	7.9%
J	161	7.6%
R	135	6.4%
C	134	6.3%
A	117	5.5%
K	112	5.3%
D	104	4.9%
L	101	4.8%
Other values (19)	710	33.6%

Other Punctuation

Value	Count	Frequency (%)
.	20	69.0%
'	9	31.0%

Space Separator

Value	Count	Frequency (%)
	1068	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12069	91.4%
Common	1129	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1282	10.6%
e	1127	9.3%
n	903	7.5%
r	901	7.5%
i	861	7.1%
o	710	5.9%
l	631	5.2%
s	445	3.7%
t	419	3.5%
h	409	3.4%
Other values (59)	4381	36.3%

Common

Value	Count	Frequency (%)
	1068	94.6%
-	32	2.8%
.	20	1.8%
'	9	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13136	99.5%
None	62	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1282	9.8%
e	1127	8.6%
	1068	8.1%
n	903	6.9%
r	901	6.9%
i	861	6.6%
o	710	5.4%
l	631	4.8%
s	445	3.4%
t	419	3.2%
Other values (46)	4789	36.5%

None

Value	Count	Frequency (%)
é	12	19.4%
ô	11	17.7%
ö	9	14.5%
û	5	8.1%
á	4	6.5%
è	3	4.8%
ø	2	3.2%
å	2	3.2%
Á	2	3.2%
ë	2	3.2%
Other values (7)	10	16.1%

Votes
Real number (ℝ)

High correlation

Distinct	998
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	271621.42

Minimum	25088
Maximum	2303232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	25088
5-th percentile	29680
Q1	55471.5
median	138356
Q3	373167.5
95-th percentile	939289.9
Maximum	2303232
Range	2278144
Interquartile range (IQR)	317696

Descriptive statistics

Standard deviation	320912.62
Coefficient of variation (CV)	1.1814702
Kurtosis	6.041324
Mean	271621.42
Median Absolute Deviation (MAD)	98475
Skewness	2.1943511
Sum	2.713498 × 10⁸
Variance	1.0298491 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65341	2	0.2%
171640	1	0.1%
699256	1	0.1%
32802	1	0.1%
93878	1	0.1%
1213505	1	0.1%
51853	1	0.1%
1642758	1	0.1%
2067042	1	0.1%
1854740	1	0.1%
Other values (988)	988	98.9%

Value	Count	Frequency (%)
25088	1	0.1%
25198	1	0.1%
25229	1	0.1%
25312	1	0.1%
25344	1	0.1%
25938	1	0.1%
26337	1	0.1%
26402	1	0.1%
26429	1	0.1%
26457	1	0.1%

Value	Count	Frequency (%)
2303232	1	0.1%
2067042	1	0.1%
1854740	1	0.1%
1826188	1	0.1%
1809221	1	0.1%
1676426	1	0.1%
1661481	1	0.1%
1642758	1	0.1%
1620367	1	0.1%
1516346	1	0.1%

Revenue
Real number (ℝ)

High correlation Missing

Distinct	822
Distinct (%)	99.0%
Missing	169
Missing (%)	16.9%
Infinite	0
Infinite (%)	0.0%
Mean	68082574

Minimum	1305
Maximum	9.3666222 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1305
5-th percentile	139783.9
Q1	3245338.5
median	23457440
Q3	80876340
95-th percentile	2.9163069 × 10⁸
Maximum	9.3666222 × 10⁸
Range	9.3666092 × 10⁸
Interquartile range (IQR)	77631002

Descriptive statistics

Standard deviation	1.0980755 × 10⁸
Coefficient of variation (CV)	1.6128584
Kurtosis	13.894054
Mean	68082574
Median Absolute Deviation (MAD)	22698854
Skewness	3.1277452
Sum	5.6508537 × 10¹⁰
Variance	1.2057699 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4360000	5	0.5%
5321508	2	0.2%
5450000	2	0.2%
9600000	2	0.2%
25000000	2	0.2%
216540909	1	0.1%
49530280	1	0.1%
78756177	1	0.1%
292576195	1	0.1%
30500000	1	0.1%
Other values (812)	812	81.3%
(Missing)	169	16.9%

Value	Count	Frequency (%)
1305	1	0.1%
3296	1	0.1%
3600	1	0.1%
6013	1	0.1%
6460	1	0.1%
7461	1	0.1%
8060	1	0.1%
10177	1	0.1%
10950	1	0.1%
12562	1	0.1%

Value	Count	Frequency (%)
936662225	1	0.1%
858373000	1	0.1%
760507625	1	0.1%
678815482	1	0.1%
659325379	1	0.1%
623279547	1	0.1%
608581744	1	0.1%
534858444	1	0.1%
532177324	1	0.1%
448139099	1	0.1%

	Certificate	Rating	Revenue	Runtime	Unnamed: 0	Votes	Year	scoreAvg
Certificate	1.000	0.000	0.063	0.141	0.072	0.057	0.302	0.088
Rating	0.000	1.000	-0.050	0.210	-0.992	0.212	-0.127	0.285
Revenue	0.063	-0.050	1.000	0.178	0.036	0.700	0.175	-0.100
Runtime	0.141	0.210	0.178	1.000	-0.233	0.157	0.194	-0.090
Unnamed: 0	0.072	-0.992	0.036	-0.233	1.000	-0.245	0.012	-0.259
Votes	0.057	0.212	0.700	0.157	-0.245	1.000	0.255	-0.073
Year	0.302	-0.127	0.175	0.194	0.012	0.255	1.000	-0.264
scoreAvg	0.088	0.285	-0.100	-0.090	-0.259	-0.073	-0.264	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	Unnamed: 0	Title	Year	Certificate	Runtime	Genre	Rating	Overview	scoreAvg	Director	Star1	Star2	Star3	Star4	Votes	Revenue
0	1	The Godfather	1972	A	175	Crime, Drama	9.2	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.	100	Francis Ford Coppola	Marlon Brando	Al Pacino	James Caan	Diane Keaton	1620367	134966411.0
1	2	The Dark Knight	2008	UA	152	Action, Crime, Drama	9.0	When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.	84	Christopher Nolan	Christian Bale	Heath Ledger	Aaron Eckhart	Michael Caine	2303232	534858444.0
2	3	The Godfather: Part II	1974	A	202	Crime, Drama	9.0	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.	90	Francis Ford Coppola	Al Pacino	Robert De Niro	Robert Duvall	Diane Keaton	1129952	57300000.0
3	4	12 Angry Men	1957	U	96	Crime, Drama	9.0	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.	96	Sidney Lumet	Henry Fonda	Lee J. Cobb	Martin Balsam	John Fiedler	689845	4360000.0
4	5	The Lord of the Rings: The Return of the King	2003	U	201	Action, Adventure, Drama	8.9	Gandalf and Aragorn lead the World of Men against Sauron's army to draw his gaze from Frodo and Sam as they approach Mount Doom with the One Ring.	94	Peter Jackson	Elijah Wood	Viggo Mortensen	Ian McKellen	Orlando Bloom	1642758	377845905.0
5	6	Pulp Fiction	1994	A	154	Crime, Drama	8.9	The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.	94	Quentin Tarantino	John Travolta	Uma Thurman	Samuel L. Jackson	Bruce Willis	1826188	107928762.0
6	7	Schindler's List	1993	A	195	Biography, Drama, History	8.9	In German-occupied Poland during World War II, industrialist Oskar Schindler gradually becomes concerned for his Jewish workforce after witnessing their persecution by the Nazis.	94	Steven Spielberg	Liam Neeson	Ralph Fiennes	Ben Kingsley	Caroline Goodall	1213505	96898818.0
7	8	Inception	2010	UA	148	Action, Adventure, Sci-Fi	8.8	A thief who steals corporate secrets through the use of dream-sharing technology is given the inverse task of planting an idea into the mind of a C.E.O.	74	Christopher Nolan	Leonardo DiCaprio	Joseph Gordon-Levitt	Elliot Page	Ken Watanabe	2067042	292576195.0
8	9	Fight Club	1999	A	139	Drama	8.8	An insomniac office worker and a devil-may-care soapmaker form an underground fight club that evolves into something much, much more.	66	David Fincher	Brad Pitt	Edward Norton	Meat Loaf	Zach Grenier	1854740	37030102.0
9	10	The Lord of the Rings: The Fellowship of the Ring	2001	U	178	Action, Adventure, Drama	8.8	A meek Hobbit from the Shire and eight companions set out on a journey to destroy the powerful One Ring and save Middle-earth from the Dark Lord Sauron.	92	Peter Jackson	Elijah Wood	Ian McKellen	Orlando Bloom	Sean Bean	1661481	315544750.0

	Unnamed: 0	Title	Year	Certificate	Runtime	Genre	Rating	Overview	scoreAvg	Director	Star1	Star2	Star3	Star4	Votes	Revenue
989	990	Giù la testa	1971	PG	157	Drama, War, Western	7.6	A low-life bandit and an I.R.A. explosives expert rebel against the government and become heroes of the Mexican Revolution.	77	Sergio Leone	Rod Steiger	James Coburn	Romolo Valli	Maria Monti	30144	696690.0
990	991	Kelly's Heroes	1970	GP	144	Adventure, Comedy, War	7.6	A group of U.S. soldiers sneaks across enemy lines to get their hands on a secret stash of Nazi treasure.	50	Brian G. Hutton	Clint Eastwood	Telly Savalas	Don Rickles	Carroll O'Connor	45338	1378435.0
991	992	The Jungle Book	1967	U	78	Animation, Adventure, Family	7.6	Bagheera the Panther and Baloo the Bear have a difficult time trying to convince a boy to leave the jungle for human civilization.	65	Wolfgang Reitherman	Phil Harris	Sebastian Cabot	Louis Prima	Bruce Reitherman	166409	141843612.0
992	993	Blowup	1966	A	111	Drama, Mystery, Thriller	7.6	A fashion photographer unknowingly captures a death on film after following two lovers in a park.	82	Michelangelo Antonioni	David Hemmings	Vanessa Redgrave	Sarah Miles	John Castle	56513	NaN
993	994	A Hard Day's Night	1964	U	87	Comedy, Music, Musical	7.6	Over two "typical" days in the life of The Beatles, the boys struggle to keep themselves and Sir Paul McCartney's mischievous grandfather in check while preparing for a live television performance.	96	Richard Lester	John Lennon	Paul McCartney	George Harrison	Ringo Starr	40351	13780024.0
994	995	Breakfast at Tiffany's	1961	A	115	Comedy, Drama, Romance	7.6	A young New York socialite becomes interested in a young man who has moved into her apartment building, but her past threatens to get in the way.	76	Blake Edwards	Audrey Hepburn	George Peppard	Patricia Neal	Buddy Ebsen	166544	NaN
995	996	Giant	1956	G	201	Drama, Western	7.6	Sprawling epic covering the life of a Texas cattle rancher and his family and associates.	84	George Stevens	Elizabeth Taylor	Rock Hudson	James Dean	Carroll Baker	34075	NaN
996	997	From Here to Eternity	1953	Passed	118	Drama, Romance, War	7.6	In Hawaii in 1941, a private is cruelly punished for not boxing on his unit's team, while his captain's wife and second-in-command are falling in love.	85	Fred Zinnemann	Burt Lancaster	Montgomery Clift	Deborah Kerr	Donna Reed	43374	30500000.0
997	998	Lifeboat	1944	NaN	97	Drama, War	7.6	Several survivors of a torpedoed merchant ship in World War II find themselves in the same lifeboat with one of the crew members of the U-boat that sank their ship.	78	Alfred Hitchcock	Tallulah Bankhead	John Hodiak	Walter Slezak	William Bendix	26471	NaN
998	999	The 39 Steps	1935	NaN	86	Crime, Mystery, Thriller	7.6	A man in London tries to help a counter-espionage Agent. But when the Agent is killed, and the man stands accused, he must go on the run to save himself and stop a spy ring which is trying to steal top secret information.	93	Alfred Hitchcock	Robert Donat	Madeleine Carroll	Lucie Mannheim	Godfrey Tearle	51853	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Other Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Currency Symbol

Final Punctuation

Initial Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter